Dataset Versions
Versions
v1
2023-05-08 12:58pm
Generated on May 8, 2023
1352 Total Images
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Dataset Split
Train Set 87%
1182Images
Valid Set 8%
113Images
Test Set 4%
57Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±17° Horizontal, ±25° Vertical
Noise: Up to 5% of pixels
Cutout: 8 boxes with 9% size each